notshot.ai labs

🛠 IN-FLIGHT

20260530-cb-lora-v7-ohwx-manualcaptions

20260530-cb-lora-v7-ohwx-manualcaptions
No SUMMARY.md in this run dir. An operator landing here can't tell what the run was about without digging through the files below. To fix, drop a SUMMARY.md following the template.

Images (18)

CB-LORA-3q-side-S1234.png
CB-LORA-3q-side-S1234.png
CB-LORA-3q-side-S19023.png
CB-LORA-3q-side-S19023.png
CB-LORA-3q-side-S2718.png
CB-LORA-3q-side-S2718.png
CB-LORA-3q-side-S555.png
CB-LORA-3q-side-S555.png
CB-LORA-3q-side-S8888.png
CB-LORA-3q-side-S8888.png
CB-LORA-3q-side-S999.png
CB-LORA-3q-side-S999.png
CB-LORA-front-full-S1234.png
CB-LORA-front-full-S1234.png
CB-LORA-front-full-S19023.png
CB-LORA-front-full-S19023.png
CB-LORA-front-full-S2718.png
CB-LORA-front-full-S2718.png
CB-LORA-front-full-S555.png
CB-LORA-front-full-S555.png
CB-LORA-front-full-S8888.png
CB-LORA-front-full-S8888.png
CB-LORA-front-full-S999.png
CB-LORA-front-full-S999.png
CB-LORA-upper-front-S1234.png
CB-LORA-upper-front-S1234.png
CB-LORA-upper-front-S19023.png
CB-LORA-upper-front-S19023.png
CB-LORA-upper-front-S2718.png
CB-LORA-upper-front-S2718.png
CB-LORA-upper-front-S555.png
CB-LORA-upper-front-S555.png
CB-LORA-upper-front-S8888.png
CB-LORA-upper-front-S8888.png
CB-LORA-upper-front-S999.png
CB-LORA-upper-front-S999.png

Data (2)

judge_output.json
{
  "judge_version": "v1-2026-05-30",
  "model": "claude-sonnet-4-6",
  "judged_at": "2026-05-30T13:04:36.698963+00:00",
  "reference": "inputs/lora-cb-fixture/cb_4.jpg",
  "cells": [
    {
      "label": "CB-LORA-front-full-S19023",
      "prompt_id": "front-full",
      "prompt": "a full-body fashion catalog photograph of ohwx woman, standing front-facing on a clean studio backdrop, wearing a white tank top and grey shorts, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "image_path": "runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-front-full-S19023.png",
      "q1_identity": {
        "pass": true,
        "score": 0.75,
        "reason": "The facial structure, jawline, eye shape, and overall proportions are plausibly the same person \u2014 slim face, wide-set eyes, defined cheekbones match the reference well enough for recognition."
      },
      "q2_pose": {
        "pass": true,
        "score": 0.95,
        "reason": "Person is standing front-facing with hands in pockets, matching the requested standing front-facing pose closely."
      },
      "q3_framing": {
        "pass": true,
        "score": 0.95,
        "reason": "Full-body shot showing head to bare feet on a clean studio backdrop, matching the full-body framing requirement."
      },
      "q4_photographic": {
        "pass": true,
        "score": 0.78,
        "reason": "The image looks largely photographic with realistic lighting and texture, though there is slight AI smoothness to the skin and the overall rendering has a mild FLUX-portrait quality."
      }
    },
    {
      "label": "CB-LORA-front-full-S555",
      "prompt_id": "front-full",
      "prompt": "a full-body fashion catalog photograph of ohwx woman, standing front-facing on a clean studio backdrop, wearing a white tank top and grey shorts, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "image_path": "runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-front-full-S555.png",
      "q1_identity": {
        "pass": false,
        "score": 0.1,
        "reason": "The generated person has dark brown hair, different eye shape, narrower nose, and overall facial structure that does not match the reference blonde woman's distinctive jawline, eye spacing, and facial proportions."
      },
      "q2_pose": {
        "pass": true,
        "score": 0.85,
        "reason": "The subject is standing front-facing as prompted, with a natural stance and one hand in pocket."
      },
      "q3_framing": {
        "pass": false,
        "score": 0.6,
        "reason": "The image shows from head to approximately mid-thigh but cuts off before the feet, falling short of a true full-body framing."
      },
      "q4_photographic": {
        "pass": true,
        "score": 0.78,
        "reason": "The image has clean studio lighting and natural skin texture that looks largely photographic, though the skin has a slight AI smoothness to it."
      }
    },
    {
      "label": "CB-LORA-front-full-S999",
      "prompt_id": "front-full",
      "prompt": "a full-body fashion catalog photograph of ohwx woman, standing front-facing on a clean studio backdrop, wearing a white tank top and grey shorts, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "image_path": "runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-front-full-S999.png",
      "q1_identity": {
        "pass": false,
        "score": 0.15,
        "reason": "The generated face has dark brown hair, rounder eyes, and different facial proportions \u2014 does not resemble the reference person's distinctive angular jawline, deep-set eyes, and elongated facial structure."
      },
      "q2_pose": {
        "pass": true,
        "score": 0.85,
        "reason": "Subject is standing front-facing as prompted, with a natural relaxed stance."
      },
      "q3_framing": {
        "pass": false,
        "score": 0.55,
        "reason": "The image is cropped at mid-thigh rather than showing a true full-body head-to-feet shot as requested."
      },
      "q4_photographic": {
        "pass": true,
        "score": 0.72,
        "reason": "The image has clean studio lighting and reasonable skin texture, though the skin has a slightly smooth AI-plastic quality around the shoulders and torso."
      }
    },
    {
      "label": "CB-LORA-front-full-S1234",
      "prompt_id": "front-full",
      "prompt": "a full-body fashion catalog photograph of ohwx woman, standing front-facing on a clean studio backdrop, wearing a white tank top and grey shorts, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "image_path": "runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-front-full-S1234.png",
      "q1_identity": {
        "pass": false,
        "score": 0.3,
        "reason": "The generated face is too narrow and different in bone structure \u2014 the distinctive wide-set eyes, broad nose tip, and strong jawline of the reference are not reproduced; a friend would not recognize this as the same person."
      },
      "q2_pose": {
        "pass": true,
        "score": 0.95,
        "reason": "The figure is standing upright and front-facing exactly as prompted."
      },
      "q3_framing": {
        "pass": true,
        "score": 0.92,
        "reason": "Full-body framing from head to bare feet on a clean studio backdrop matches the prompt precisely."
      },
      "q4_photographic": {
        "pass": true,
        "score": 0.78,
        "reason": "The image reads as a plausible catalog photograph with natural lighting and sharp focus, though skin tones and shadow rendering have a slight AI-smooth quality."
      }
    },
    {
      "label": "CB-LORA-front-full-S8888",
      "prompt_id": "front-full",
      "prompt": "a full-body fashion catalog photograph of ohwx woman, standing front-facing on a clean studio backdrop, wearing a white tank top and grey shorts, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "image_path": "runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-front-full-S8888.png",
      "q1_identity": {
        "pass": false,
        "score": 0.35,
        "reason": "The generated face is too generic and smooth - the distinctive angular jawline, specific eye shape, and sharp facial proportions of the reference person are not preserved; a friend would not recognize this as the same individual."
      },
      "q2_pose": {
        "pass": true,
        "score": 0.9,
        "reason": "The subject is clearly standing front-facing, matching the prompt's pose requirement well."
      },
      "q3_framing": {
        "pass": false,
        "score": 0.6,
        "reason": "The image shows from head to roughly mid-thigh but cuts off the legs and feet, falling short of a true full-body shot."
      },
      "q4_photographic": {
        "pass": true,
        "score": 0.72,
        "reason": "The image has a clean studio catalog look with reasonable lighting, though the skin has a slightly AI-plastic smoothness and the background is overly flat."
      }
    },
    {
      "label": "CB-LORA-front-full-S2718",
      "prompt_id": "front-full",
      "prompt": "a full-body fashion catalog photograph of ohwx woman, standing front-facing on a clean studio backdrop, wearing a white tank top and grey shorts, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "image_path": "runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-front-full-S2718.png",
      "q1_identity": {
        "pass": false,
        "score": 0.15,
        "reason": "The generated face has brown hair, rounder facial features, and a different nose/jaw structure that does not match the reference person's distinctive angular jawline, wide-set eyes, and blonde bob."
      },
      "q2_pose": {
        "pass": true,
        "score": 0.85,
        "reason": "The subject is standing front-facing as prompted, with arms relaxed at sides."
      },
      "q3_framing": {
        "pass": false,
        "score": 0.55,
        "reason": "The prompt requested full-body but the image is cropped at approximately mid-thigh, cutting off the lower legs and feet."
      },
      "q4_photographic": {
        "pass": true,
        "score": 0.72,
        "reason": "The image has clean studio lighting and reasonable skin texture, though the white top shows some AI-plastic smoothness and the overall look is slightly typical of diffusion model portrait output."
      }
    },
    {
      "label": "CB-LORA-upper-front-S19023",
      "prompt_id": "upper-front",
      "prompt": "an upper-body fashion catalog photograph of ohwx woman, front-facing on a clean studio backdrop, wearing a white tank top, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "image_path": "runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-upper-front-S19023.png",
      "q1_identity": {
        "pass": true,
        "score": 0.72,
        "reason": "Facial structure, high cheekbones, narrow jaw, eye shape, and elongated nose are recognizably similar to the reference, though the hair color is darker and some facial sharpness differs."
      },
      "q2_pose": {
        "pass": true,
        "score": 0.95,
        "reason": "Subject is front-facing and upright, matching the prompt's front-facing requirement well."
      },
      "q3_framing": {
        "pass": true,
        "score": 0.88,
        "reason": "Upper-body framing is correctly executed, showing from roughly mid-torso upward as requested."
      },
      "q4_photographic": {
        "pass": true,
        "score": 0.78,
        "reason": "The image has good photographic qualities with natural lighting and sharp focus, though skin rendering is slightly smooth/AI-plastic in areas."
      }
    },
    {
      "label": "CB-LORA-upper-front-S555",
      "prompt_id": "upper-front",
      "prompt": "an upper-body fashion catalog photograph of ohwx woman, front-facing on a clean studio backdrop, wearing a white tank top, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "image_path": "runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-upper-front-S555.png",
      "q1_identity": {
        "pass": true,
        "score": 0.78,
        "reason": "The distinctive facial proportions, jaw structure, nose bridge, and eye spacing are recognizably similar to the reference, though hair color is slightly darker and the overall rendering softens some of the sharper features."
      },
      "q2_pose": {
        "pass": true,
        "score": 0.92,
        "reason": "Subject is clearly front-facing as prompted, with a neutral forward-looking stance."
      },
      "q3_framing": {
        "pass": true,
        "score": 0.88,
        "reason": "Upper-body framing is well-executed, showing roughly from mid-torso up against a clean studio backdrop as requested."
      },
      "q4_photographic": {
        "pass": false,
        "score": 0.55,
        "reason": "The skin texture is overly smooth and plastic-looking with that characteristic AI-softbox glow, and the lighting lacks the natural variation of a real studio photograph."
      }
    },
    {
      "label": "CB-LORA-upper-front-S999",
      "prompt_id": "upper-front",
      "prompt": "an upper-body fashion catalog photograph of ohwx woman, front-facing on a clean studio backdrop, wearing a white tank top, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "image_path": "runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-upper-front-S999.png",
      "q1_identity": {
        "pass": false,
        "score": 0.15,
        "reason": "The generated woman has dark brown hair, darker skin tone, different nose shape and eye structure \u2014 a friend would not recognize this as the same person as the blonde, fair-skinned reference subject."
      },
      "q2_pose": {
        "pass": true,
        "score": 0.75,
        "reason": "The subject is roughly front-facing and upright as prompted, though the gaze is slightly off to the side rather than fully neutral forward."
      },
      "q3_framing": {
        "pass": true,
        "score": 0.8,
        "reason": "The image shows an upper-body crop roughly from mid-torso up, consistent with the 'upper-body' framing requested."
      },
      "q4_photographic": {
        "pass": true,
        "score": 0.72,
        "reason": "The image has reasonably natural studio lighting and skin texture, though there is a slight AI-plastic sheen on the skin and the background is overly clean, giving a mild uncanny quality."
      }
    },
    {
      "label": "CB-LORA-upper-front-S1234",
      "prompt_id": "upper-front",
      "prompt": "an upper-body fashion catalog photograph of ohwx woman, front-facing on a clean studio backdrop, wearing a white tank top, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "image_path": "runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-upper-front-S1234.png",
      "q1_identity": {
        "pass": false,
        "score": 0.15,
        "reason": "The generated person has dark black hair and significantly different facial features (rounder face, different nose, different eye shape) compared to the blonde reference with distinctive angular facial structure."
      },
      "q2_pose": {
        "pass": true,
        "score": 0.75,
        "reason": "The subject is roughly front-facing with a slight three-quarter turn, which is close to the front-facing requirement."
      },
      "q3_framing": {
        "pass": true,
        "score": 0.8,
        "reason": "The image shows an upper-body crop approximately from the waist up, matching the requested upper-body framing."
      },
      "q4_photographic": {
        "pass": false,
        "score": 0.55,
        "reason": "The image has an AI-plastic quality with overly smooth skin, soft diffused studio lighting, and slightly uncanny perfection typical of diffusion model portrait outputs."
      }
    },
    {
      "label": "CB-LORA-upper-front-S8888",
      "prompt_id": "upper-front",
      "prompt": "an upper-body fashion catalog photograph of ohwx woman, front-facing on a clean studio backdrop, wearing a white tank top, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "image_path": "runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-upper-front-S8888.png",
      "q1_identity": {
        "pass": true,
        "score": 0.72,
        "reason": "The facial structure, eye shape, and distinctive cheekbone/jawline proportions are recognizable matches to the reference, though hair color has changed to brunette and the overall rendering softens some features."
      },
      "q2_pose": {
        "pass": true,
        "score": 0.85,
        "reason": "Subject is front-facing as prompted, with a natural upright stance that matches the requested orientation."
      },
      "q3_framing": {
        "pass": true,
        "score": 0.8,
        "reason": "Upper-body framing is correctly executed, showing from roughly mid-torso upward in a catalog-appropriate crop."
      },
      "q4_photographic": {
        "pass": false,
        "score": 0.55,
        "reason": "The skin has a slightly waxy, AI-plastic quality with overly smooth softbox lighting and the typical FLUX-portrait look, lacking the grain and optical imperfections of a real photograph."
      }
    },
    {
      "label": "CB-LORA-upper-front-S2718",
      "prompt_id": "upper-front",
      "prompt": "an upper-body fashion catalog photograph of ohwx woman, front-facing on a clean studio backdrop, wearing a white tank top, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "image_path": "runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-upper-front-S2718.png",
      "q1_identity": {
        "pass": true,
        "score": 0.82,
        "reason": "Strong facial match \u2014 same distinctive bone structure, wide-set eyes, narrow nose bridge, thin lips and angular jaw that would be recognized by someone familiar with this person."
      },
      "q2_pose": {
        "pass": true,
        "score": 0.85,
        "reason": "Subject is front-facing with a slight head turn, consistent with a front-facing catalog pose as prompted."
      },
      "q3_framing": {
        "pass": true,
        "score": 0.8,
        "reason": "Upper-body framing is correctly executed, showing from roughly the mid-torso up as expected for an upper-body catalog shot."
      },
      "q4_photographic": {
        "pass": false,
        "score": 0.62,
        "reason": "Skin has a slightly waxy, over-smoothed AI-portrait quality and the lighting is very flat softbox-everywhere, lacking the micro-texture and naturalistic shadows of a real photograph."
      }
    },
    {
      "label": "CB-LORA-3q-side-S19023",
      "prompt_id": "3q-side",
      "prompt": "a three-quarter side fashion photograph of ohwx woman, standing on a clean studio backdrop, looking off-camera, wearing a neutral grey dress, soft natural lighting, sharp focus, photographic, no makeup, neutral expression",
      "image_path": "runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-3q-side-S19023.png",
      "q1_identity": {
        "pass": true,
        "score": 0.82,
        "reason": "The jawline, nose bridge, eye shape, and overall facial proportions closely match the reference \u2014 a friend would recognize her."
      },
      "q2_pose": {
        "pass": true,
        "score": 0.85,
        "reason": "Subject is standing and looking off-camera at a three-quarter angle, consistent with the prompt's request."
      },
      "q3_framing": {
        "pass": true,
        "score": 0.88,
        "reason": "Full-body framing from head to feet is shown at a three-quarter side angle, matching the prompt's fashion-shot framing."
      },
      "q4_photographic": {
        "pass": true,
        "score": 0.78,
        "reason": "The image reads as a plausible studio fashion photograph with natural lighting, though the skin has a slightly AI-smooth quality and the background gradient is a touch too uniform."
      }
    },
    {
      "label": "CB-LORA-3q-side-S555",
      "prompt_id": "3q-side",
      "prompt": "a three-quarter side fashion photograph of ohwx woman, standing on a clean studio backdrop, looking off-camera, wearing a neutral grey dress, soft natural lighting, sharp focus, photographic, no makeup, neutral expression",
      "image_path": "runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-3q-side-S555.png",
      "q1_identity": {
        "pass": true,
        "score": 0.72,
        "reason": "The facial structure\u2014high cheekbones, long narrow nose, defined jawline, and wide-set eyes\u2014is plausibly consistent with the reference person, though the longer hair and slightly softer rendering make certainty moderate."
      },
      "q2_pose": {
        "pass": true,
        "score": 0.85,
        "reason": "The subject is standing and turned to a three-quarter side angle, looking off-camera, which matches the prompt well."
      },
      "q3_framing": {
        "pass": true,
        "score": 0.88,
        "reason": "The image shows roughly knee-to-head framing from a three-quarter side angle on a clean studio backdrop, consistent with a three-quarter side fashion photograph."
      },
      "q4_photographic": {
        "pass": true,
        "score": 0.78,
        "reason": "The image reads as a clean studio fashion photograph with soft natural lighting and sharp focus, though the skin texture is slightly AI-smooth and the fabric rendering is marginally waxy."
      }
    },
    {
      "label": "CB-LORA-3q-side-S999",
      "prompt_id": "3q-side",
      "prompt": "a three-quarter side fashion photograph of ohwx woman, standing on a clean studio backdrop, looking off-camera, wearing a neutral grey dress, soft natural lighting, sharp focus, photographic, no makeup, neutral expression",
      "image_path": "runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-3q-side-S999.png",
      "q1_identity": {
        "pass": false,
        "score": 0.2,
        "reason": "The generated woman has dark brown hair, a narrower more angular face, and different nose/eye proportions that do not match the reference's blonde, broader-faced subject with distinct jawline and eye spacing."
      },
      "q2_pose": {
        "pass": true,
        "score": 0.8,
        "reason": "The subject is standing and oriented in a three-quarter side profile, looking off-camera, which matches the prompt's pose requirement well."
      },
      "q3_framing": {
        "pass": true,
        "score": 0.75,
        "reason": "The image shows roughly a three-quarter length shot from head to approximately mid-shin, which is consistent with a three-quarter side fashion framing."
      },
      "q4_photographic": {
        "pass": true,
        "score": 0.78,
        "reason": "The image has realistic soft natural lighting, clean studio backdrop, and believable skin texture that reads as a genuine fashion photograph rather than obviously AI-generated."
      }
    },
    {
      "label": "CB-LORA-3q-side-S1234",
      "prompt_id": "3q-side",
      "prompt": "a three-quarter side fashion photograph of ohwx woman, standing on a clean studio backdrop, looking off-camera, wearing a neutral grey dress, soft natural lighting, sharp focus, photographic, no makeup, neutral expression",
      "image_path": "runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-3q-side-S1234.png",
      "q1_identity": {
        "pass": true,
        "score": 0.72,
        "reason": "The facial structure, jawline, nose, and eye spacing bear reasonable resemblance to the reference \u2014 the blonde bob and lean facial proportions are consistent, though the face is turned away making full comparison difficult."
      },
      "q2_pose": {
        "pass": true,
        "score": 0.82,
        "reason": "The figure is standing in a three-quarter side orientation looking off-camera, which matches the prompt well."
      },
      "q3_framing": {
        "pass": true,
        "score": 0.88,
        "reason": "Full-body shot from head to toe on a clean studio backdrop, appropriate for a three-quarter side fashion photograph as requested."
      },
      "q4_photographic": {
        "pass": true,
        "score": 0.82,
        "reason": "The image looks like a genuine fashion catalog photograph with natural studio lighting, realistic fabric texture, and convincing skin rendering without obvious AI artifacts."
      }
    },
    {
      "label": "CB-LORA-3q-side-S8888",
      "prompt_id": "3q-side",
      "prompt": "a three-quarter side fashion photograph of ohwx woman, standing on a clean studio backdrop, looking off-camera, wearing a neutral grey dress, soft natural lighting, sharp focus, photographic, no makeup, neutral expression",
      "image_path": "runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-3q-side-S8888.png",
      "q1_identity": {
        "pass": false,
        "score": 0.1,
        "reason": "The generated person has dark brown hair, different nose shape, different jaw structure, and overall facial proportions that do not match the blonde reference subject with her distinctive features."
      },
      "q2_pose": {
        "pass": true,
        "score": 0.85,
        "reason": "The figure is standing in a three-quarter side orientation, looking slightly off-camera, which matches the prompt well."
      },
      "q3_framing": {
        "pass": true,
        "score": 0.8,
        "reason": "The shot shows the full figure from head to just below the knees on a clean studio backdrop, consistent with a three-quarter fashion framing."
      },
      "q4_photographic": {
        "pass": true,
        "score": 0.75,
        "reason": "The image has a clean studio look with soft natural lighting and reasonable skin texture, though it has a slightly AI-smooth quality in the skin and fabric rendering."
      }
    },
    {
      "label": "CB-LORA-3q-side-S2718",
      "prompt_id": "3q-side",
      "prompt": "a three-quarter side fashion photograph of ohwx woman, standing on a clean studio backdrop, looking off-camera, wearing a neutral grey dress, soft natural lighting, sharp focus, photographic, no makeup, neutral expression",
      "image_path": "runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-3q-side-S2718.png",
      "q1_identity": {
        "pass": false,
        "score": 0.2,
        "reason": "The generated face has a rounder nose, darker narrower eyes, and different jaw/cheekbone structure that does not match the reference person's distinctive sharp features, high cheekbones, and wide-set blue eyes."
      },
      "q2_pose": {
        "pass": true,
        "score": 0.82,
        "reason": "The figure is standing and oriented in a three-quarter side profile looking off-camera, matching the prompt's pose requirement well."
      },
      "q3_framing": {
        "pass": true,
        "score": 0.85,
        "reason": "The image shows a full-body shot from head to feet on a clean studio backdrop, which is consistent with a three-quarter side fashion photograph framing."
      },
      "q4_photographic": {
        "pass": true,
        "score": 0.78,
        "reason": "The image has a believable studio photography look with natural lighting and realistic textures, though the skin has a very slight AI-smoothed quality."
      }
    }
  ],
  "summary": {
    "n_cells": 18,
    "q1_identity_pass_rate": 0.444,
    "q2_pose_pass_rate": 1.0,
    "q3_framing_pass_rate": 0.778,
    "q4_photographic_pass_rate": 0.778,
    "all_axes_pass_rate": 0.278,
    "proceed_threshold": 0.8,
    "verdict": "REJECT",
    "verdict_reason": "BOTH gates failed: Q1 (identity) 44% and Q4 (photographic) 78% below 80%. Identity drift AND AI-plastic look. Options: more training steps, higher lora_rank, more fixture photos, then re-run + judge."
  }
}
training_state.json
{
  "zip_url": "https://api.replicate.com/v1/files/OTM1NDNiZjctZmRjOS00NWI4LThkOTAtZmMxMzYwMjFiOTg0.zip",
  "training_id": "d14nvcw3sxrmr0cyf39t5agde0",
  "training_result": {
    "status": "succeeded",
    "version": "thor-reef/ikatomi-cb-fixture-lora-v7:e5245aadd4e4aec69b9dcb4ab5203ef158f4d7f3f8cd5a95efaed0d0187d291c",
    "created_at": "2026-05-30T12:19:48.303Z",
    "started_at": "2026-05-30T12:19:48.331978205Z",
    "completed_at": "2026-05-30T12:53:45.250267826Z"
  },
  "inference": [
    {
      "label": "CB-LORA-front-full-S19023",
      "prompt_id": "front-full",
      "prompt": "a full-body fashion catalog photograph of ohwx woman, standing front-facing on a clean studio backdrop, wearing a white tank top and grey shorts, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "seed": 19023,
      "image_path": "/Users/claude/Projects/ikatomi-workspace/ikatomi-labs/runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-front-full-S19023.png",
      "elapsed_s": 20.1
    },
    {
      "label": "CB-LORA-front-full-S555",
      "prompt_id": "front-full",
      "prompt": "a full-body fashion catalog photograph of ohwx woman, standing front-facing on a clean studio backdrop, wearing a white tank top and grey shorts, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "seed": 555,
      "image_path": "/Users/claude/Projects/ikatomi-workspace/ikatomi-labs/runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-front-full-S555.png",
      "elapsed_s": 17.2
    },
    {
      "label": "CB-LORA-front-full-S999",
      "prompt_id": "front-full",
      "prompt": "a full-body fashion catalog photograph of ohwx woman, standing front-facing on a clean studio backdrop, wearing a white tank top and grey shorts, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "seed": 999,
      "image_path": "/Users/claude/Projects/ikatomi-workspace/ikatomi-labs/runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-front-full-S999.png",
      "elapsed_s": 16.9
    },
    {
      "label": "CB-LORA-front-full-S1234",
      "prompt_id": "front-full",
      "prompt": "a full-body fashion catalog photograph of ohwx woman, standing front-facing on a clean studio backdrop, wearing a white tank top and grey shorts, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "seed": 1234,
      "image_path": "/Users/claude/Projects/ikatomi-workspace/ikatomi-labs/runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-front-full-S1234.png",
      "elapsed_s": 16.8
    },
    {
      "label": "CB-LORA-front-full-S8888",
      "prompt_id": "front-full",
      "prompt": "a full-body fashion catalog photograph of ohwx woman, standing front-facing on a clean studio backdrop, wearing a white tank top and grey shorts, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "seed": 8888,
      "image_path": "/Users/claude/Projects/ikatomi-workspace/ikatomi-labs/runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-front-full-S8888.png",
      "elapsed_s": 16.9
    },
    {
      "label": "CB-LORA-front-full-S2718",
      "prompt_id": "front-full",
      "prompt": "a full-body fashion catalog photograph of ohwx woman, standing front-facing on a clean studio backdrop, wearing a white tank top and grey shorts, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "seed": 2718,
      "image_path": "/Users/claude/Projects/ikatomi-workspace/ikatomi-labs/runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-front-full-S2718.png",
      "elapsed_s": 17.0
    },
    {
      "label": "CB-LORA-upper-front-S19023",
      "prompt_id": "upper-front",
      "prompt": "an upper-body fashion catalog photograph of ohwx woman, front-facing on a clean studio backdrop, wearing a white tank top, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "seed": 19023,
      "image_path": "/Users/claude/Projects/ikatomi-workspace/ikatomi-labs/runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-upper-front-S19023.png",
      "elapsed_s": 16.7
    },
    {
      "label": "CB-LORA-upper-front-S555",
      "prompt_id": "upper-front",
      "prompt": "an upper-body fashion catalog photograph of ohwx woman, front-facing on a clean studio backdrop, wearing a white tank top, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "seed": 555,
      "image_path": "/Users/claude/Projects/ikatomi-workspace/ikatomi-labs/runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-upper-front-S555.png",
      "elapsed_s": 16.7
    },
    {
      "label": "CB-LORA-upper-front-S999",
      "prompt_id": "upper-front",
      "prompt": "an upper-body fashion catalog photograph of ohwx woman, front-facing on a clean studio backdrop, wearing a white tank top, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "seed": 999,
      "image_path": "/Users/claude/Projects/ikatomi-workspace/ikatomi-labs/runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-upper-front-S999.png",
      "elapsed_s": 16.8
    },
    {
      "label": "CB-LORA-upper-front-S1234",
      "prompt_id": "upper-front",
      "prompt": "an upper-body fashion catalog photograph of ohwx woman, front-facing on a clean studio backdrop, wearing a white tank top, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "seed": 1234,
      "image_path": "/Users/claude/Projects/ikatomi-workspace/ikatomi-labs/runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-upper-front-S1234.png",
      "elapsed_s": 17.1
    },
    {
      "label": "CB-LORA-upper-front-S8888",
      "prompt_id": "upper-front",
      "prompt": "an upper-body fashion catalog photograph of ohwx woman, front-facing on a clean studio backdrop, wearing a white tank top, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "seed": 8888,
      "image_path": "/Users/claude/Projects/ikatomi-workspace/ikatomi-labs/runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-upper-front-S8888.png",
      "elapsed_s": 16.9
    },
    {
      "label": "CB-LORA-upper-front-S2718",
      "prompt_id": "upper-front",
      "prompt": "an upper-body fashion catalog photograph of ohwx woman, front-facing on a clean studio backdrop, wearing a white tank top, natural studio lighting, sharp focus, photographic, no makeup, neutral expression",
      "seed": 2718,
      "image_path": "/Users/claude/Projects/ikatomi-workspace/ikatomi-labs/runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-upper-front-S2718.png",
      "elapsed_s": 16.8
    },
    {
      "label": "CB-LORA-3q-side-S19023",
      "prompt_id": "3q-side",
      "prompt": "a three-quarter side fashion photograph of ohwx woman, standing on a clean studio backdrop, looking off-camera, wearing a neutral grey dress, soft natural lighting, sharp focus, photographic, no makeup, neutral expression",
      "seed": 19023,
      "image_path": "/Users/claude/Projects/ikatomi-workspace/ikatomi-labs/runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-3q-side-S19023.png",
      "elapsed_s": 16.9
    },
    {
      "label": "CB-LORA-3q-side-S555",
      "prompt_id": "3q-side",
      "prompt": "a three-quarter side fashion photograph of ohwx woman, standing on a clean studio backdrop, looking off-camera, wearing a neutral grey dress, soft natural lighting, sharp focus, photographic, no makeup, neutral expression",
      "seed": 555,
      "image_path": "/Users/claude/Projects/ikatomi-workspace/ikatomi-labs/runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-3q-side-S555.png",
      "elapsed_s": 16.7
    },
    {
      "label": "CB-LORA-3q-side-S999",
      "prompt_id": "3q-side",
      "prompt": "a three-quarter side fashion photograph of ohwx woman, standing on a clean studio backdrop, looking off-camera, wearing a neutral grey dress, soft natural lighting, sharp focus, photographic, no makeup, neutral expression",
      "seed": 999,
      "image_path": "/Users/claude/Projects/ikatomi-workspace/ikatomi-labs/runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-3q-side-S999.png",
      "elapsed_s": 16.7
    },
    {
      "label": "CB-LORA-3q-side-S1234",
      "prompt_id": "3q-side",
      "prompt": "a three-quarter side fashion photograph of ohwx woman, standing on a clean studio backdrop, looking off-camera, wearing a neutral grey dress, soft natural lighting, sharp focus, photographic, no makeup, neutral expression",
      "seed": 1234,
      "image_path": "/Users/claude/Projects/ikatomi-workspace/ikatomi-labs/runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-3q-side-S1234.png",
      "elapsed_s": 16.7
    },
    {
      "label": "CB-LORA-3q-side-S8888",
      "prompt_id": "3q-side",
      "prompt": "a three-quarter side fashion photograph of ohwx woman, standing on a clean studio backdrop, looking off-camera, wearing a neutral grey dress, soft natural lighting, sharp focus, photographic, no makeup, neutral expression",
      "seed": 8888,
      "image_path": "/Users/claude/Projects/ikatomi-workspace/ikatomi-labs/runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-3q-side-S8888.png",
      "elapsed_s": 16.7
    },
    {
      "label": "CB-LORA-3q-side-S2718",
      "prompt_id": "3q-side",
      "prompt": "a three-quarter side fashion photograph of ohwx woman, standing on a clean studio backdrop, looking off-camera, wearing a neutral grey dress, soft natural lighting, sharp focus, photographic, no makeup, neutral expression",
      "seed": 2718,
      "image_path": "/Users/claude/Projects/ikatomi-workspace/ikatomi-labs/runs/20260530-cb-lora-v7-ohwx-manualcaptions/CB-LORA-3q-side-S2718.png",
      "elapsed_s": 17.0
    }
  ]
}